c2dc / fl-unsup-nidsLinks
☆21Updated 8 months ago
Alternatives and similar repositories for fl-unsup-nids
Users that are interested in fl-unsup-nids are comparing it to the libraries listed below
Sorting:
- FL-based intrusion detection system development using model averaging.☆38Updated 2 years ago
- ☆14Updated 4 months ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆28Updated 2 years ago
- ☆14Updated 2 years ago
- ☆9Updated 2 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆24Updated last year
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆40Updated last year
- An Intrusion Detection System based on Deep Belief Networks☆83Updated 2 years ago
- A PyTorch implementation of of Anomal-E.☆34Updated 2 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆15Updated last year
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆12Updated last year
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆46Updated last year
- ☆13Updated last year
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆13Updated 2 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated 9 months ago
- ☆42Updated 2 years ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆18Updated 3 years ago
- ☆48Updated 3 years ago
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆22Updated 3 years ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆35Updated 4 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆20Updated 2 months ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 3 years ago
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆9Updated 2 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆16Updated last year
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- ☆15Updated 2 years ago
- IoT Attack Detection with machine learning☆27Updated 2 weeks ago
- 将联邦学习以及知识蒸馏用于搭建网络入侵检测检测模型,在NSL-KDD数 据集上进行了验证。☆28Updated last year
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆12Updated 11 months ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆32Updated 2 months ago